Product Use Cases

Use cases show how generic LoopX contracts compose around a caller outcome. They do not grant domain providers core control-plane authority.

• Auto research
• Issue and PR work
• Agent collaboration: dependent artifacts, review and result return
• Office operations
• Steward: an owner sentence becomes a confirmed team

Product golden queries

• Steward: less coordination, accepted results
• Community assistant: useful answers and checked contributions

These evaluation specifications define intended outcomes and release evidence; listing a query does not claim that the corresponding live journey has passed.